Sotabase

Career

· Assistant Professor, University of Maryland2023–
· Postdoctoral Associate, University of California, Berkeley2021–2023
· Postdoctoral Associate, Columbia University in the City of New York2018–2021
· Senior Security Researcher, Baidu X-Lab2017–2018
· Research Intern, Facebook2016–2016
· Research Intern, Comcast2015–2015
· Research Intern, SRI International2014–2014
· Research Intern, Damballa, Inc.2013–2013
· Research Intern, Damballa, Inc.2012–2012
· Doctor of Philosophy (Ph.D.), Computer Security, Georgia Institute of Technology2011–2017
· Computer Science, University of California, Santa Barbara2009–2009
· Bachelor of Science (B.S.), Information Security, Fudan University2007–2011

Publications (79)

Vulnerability Detection with Code Language Models: How Far are We?
International Conference on Software Engineering · 2024
163
cited
A Fe-C coated long-period fiber grating sensor for corrosion-induced mass loss measurement.
Optics Letters · 2016
82
cited
Measuring Mortar Shrinkage and Cracking by Pulse Pre-Pump Brillouin Optical Time Domain Analysis with a Single Optical Fiber
2015
80
cited
On Training Robust PDF Malware Classifiers
USENIX Security Symposium · 2019
75
cited
Concrete pavement monitoring with PPP-BOTDA distributed strain and crack sensors
2016
66
cited
Neutaint: Efficient Dynamic Taint Analysis with Neural Networks
IEEE Symposium on Security and Privacy · 2019
52
cited
Elastic buckling of thin-walled polyhedral pipe liners encased in a circular pipe under uniform external pressure
2018
50
cited
Probing Nanostrain via a Mechanically Designed Optical Fiber Interferometer
IEEE Photonics Technology Letters · 2017
50
cited
Nonlinear buckling of thin-walled FGM arch encased in rigid confinement subjected to external pressure
Engineering structures · 2019
48
cited
A Displacement Sensor With Centimeter Dynamic Range and Submicrometer Resolution Based on an Optical Interferometer
IEEE Sensors Journal · 2017
46
cited
Elastic and inelastic buckling of thin-walled steel liners encased in circular host pipes under external pressure and thermal effects
Thin-walled structures · 2019
45
cited
Mechanism and sensitivity of Fe-C coated long period fiber grating sensors for steel corrosion monitoring of RC structures
2017
44
cited
Effect of temperature variations on the stability mechanism of the confined functionally graded porous arch with nanocomposites reinforcement under mechanical loading
Composites Part B: Engineering · 2019
43
cited
Impact and Corrosion Resistances of Duplex Epoxy/Enamel Coated Plates
2016
43
cited
Material distribution optimization of functionally graded arch subjected to external pressure under temperature rise field
Thin-walled structures · 2019
41
cited
Metal-organic framework portable chemical sensor
2020
40
cited
3D Printing of All-Glass Fiber-Optic Pressure Sensor for High Temperature Applications
IEEE Sensors Journal · 2019
36
cited
A Liquid-Level Sensor Based on a Hollow Coaxial Cable Fabry–Perot Resonator With Micrometer Resolution
IEEE Transactions on Instrumentation and Measurement · 2018
36
cited
Stability of the pipe-liner system with a grouting void surrounded by the saturated soil
Engineering structures · 2019
35
cited
Thermal-elastic buckling of the arch-shaped structures with FGP aluminum reinforced by composite graphene platelets
2020
35
cited
Sotabase